Index

A

activation_classes (classes.torch_profiler.TorchProfiler attribute) activation_shapes (classes.profile.Profile property) algorithms module algorithms.homology module

algorithms.jaccard module algorithms.spectral_analysis module avg_jaccard() (in module algorithms.jaccard)

B

build_dicts() (classes.torch_profiler.TorchProfiler method)

C

ChannelProfiler (class in classes.channel_profiler) classes module classes.channel_profiler module classes.element_profiler module classes.profile module classes.spatial_profiler module classes.svd_influential module classes.torch_profiler module contrib_adaptive_avg_pool2d() (classes.channel_profiler.ChannelProfiler method) (classes.element_profiler.ElementProfiler method) (classes.spatial_profiler.SpatialProfiler method) contrib_conv2d() (classes.channel_profiler.ChannelProfiler method) (classes.element_profiler.ElementProfiler method) (classes.spatial_profiler.SpatialProfiler method)

contrib_functions (classes.torch_profiler.TorchProfiler attribute) contrib_identity() (classes.channel_profiler.ChannelProfiler method) (classes.element_profiler.ElementProfiler method) (classes.spatial_profiler.SpatialProfiler method) contrib_linear() (classes.channel_profiler.ChannelProfiler method) (classes.element_profiler.ElementProfiler method) (classes.spatial_profiler.SpatialProfiler method) contrib_max2d() (classes.channel_profiler.ChannelProfiler method) (classes.element_profiler.ElementProfiler method) (classes.spatial_profiler.SpatialProfiler method) contrib_resnetadd() (classes.channel_profiler.ChannelProfiler method) (classes.element_profiler.ElementProfiler method) (classes.spatial_profiler.SpatialProfiler method) create_influential() (classes.svd_influential.SVDProfiler method) create_layers() (classes.torch_profiler.TorchProfiler method) create_profile() (classes.channel_profiler.ChannelProfiler method) (classes.element_profiler.ElementProfiler method) (classes.spatial_profiler.SpatialProfiler method) (classes.svd_influential.SVDProfiler method) (classes.torch_profiler.TorchProfiler method) create_projections() (classes.svd_influential.SVDProfiler method) create_svd() (classes.svd_influential.SVDProfiler method)

D

dict_view() (classes.profile.Profile method)

dropout_classes (classes.torch_profiler.TorchProfiler attribute)

E

ElementProfiler (class in classes.element_profiler)

F

fit_power_law() (algorithms.spectral_analysis.SpectralAnalysis method)

G

graph_from_tuples() (in module algorithms.homology)

I

implemented_classes (algorithms.spectral_analysis.SpectralAnalysis attribute) (classes.svd_influential.SVDProfiler attribute) (classes.torch_profiler.TorchProfiler attribute) influence_generator() (classes.channel_profiler.ChannelProfiler method) (classes.element_profiler.ElementProfiler method) (classes.spatial_profiler.SpatialProfiler method) (classes.svd_influential.SVDProfiler method) (classes.torch_profiler.TorchProfiler method)

influential_svd_neurons() (classes.svd_influential.SVDProfiler static method) instance_jaccard() (in module algorithms.jaccard)

J

jaccard() (in module algorithms.jaccard)

jaccard_simple() (in module algorithms.jaccard)

L

layer_RMT() (algorithms.spectral_analysis.SpectralAnalysis method)

M

mat_from_graph() (in module algorithms.homology) model (algorithms.spectral_analysis.SpectralAnalysis attribute) (classes.svd_influential.SVDProfiler attribute) (classes.torch_profiler.TorchProfiler attribute) module algorithms algorithms.homology algorithms.jaccard algorithms.spectral_analysis classes classes.channel_profiler classes.element_profiler classes.profile classes.spatial_profiler classes.svd_influential classes.torch_profiler

N

neuron_counts (classes.profile.Profile property) neuron_type (classes.profile.Profile property)

neuron_weights (classes.profile.Profile property) num_inputs (classes.profile.Profile property) num_synapses (classes.profile.Profile property)

P

pred_dict (classes.profile.Profile property)

Profile (class in classes.profile)

R

ripser_of_distmat() (in module algorithms.homology)

ripser_of_graph() (in module algorithms.homology)

S

sgheadtail() (classes.torch_profiler.TorchProfiler method) single_profile() (classes.channel_profiler.ChannelProfiler method) (classes.element_profiler.ElementProfiler method) (classes.spatial_profiler.SpatialProfiler method) (classes.svd_influential.SVDProfiler method) (classes.torch_profiler.TorchProfiler method) size (classes.profile.Profile property)

SpatialProfiler (class in classes.spatial_profiler) spectral_analysis() (algorithms.spectral_analysis.SpectralAnalysis method) SpectralAnalysis (class in algorithms.spectral_analysis) super_nodes_graph() (classes.torch_profiler.TorchProfiler method) SVDProfiler (class in classes.svd_influential) synapse_counts (classes.profile.Profile property) synapse_weights (classes.profile.Profile property)

T

TorchProfiler (class in classes.torch_profiler)

total (classes.profile.Profile property) tuples_from_dict() (in module algorithms.homology)

U

universal_metric() (algorithms.spectral_analysis.SpectralAnalysis method)